After comprehensive adjustment for covariates, including age, race, sex, marital status, lifestyle factors, PIR, educational level, BMI, diabetes, and hypertension, a discernible association emerged between specific urinary PAH metabolites and hyperlipidemia. Here, PAH is linked to hypertensive disorder.